Package: pareg 1.11.0

Kim Philipp Jablonski

pareg: Pathway enrichment using a regularized regression approach

Compute pathway enrichment scores while accounting for term-term relations. This package uses a regularized multiple linear regression to regress differential expression p-values obtained from multi-condition experiments on a pathway membership matrix. By doing so, it is able to incorporate additional biological knowledge into the enrichment analysis and to estimate pathway enrichment scores more robustly.

Authors:Kim Philipp Jablonski [aut, cre]

pareg_1.11.0.tar.gz
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pareg_1.11.0.tgz(r-4.4-any)pareg_1.11.0.tgz(r-4.3-any)
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pareg.pdf |pareg.html
pareg/json (API)
NEWS

# Install 'pareg' in R:
install.packages('pareg', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/cbg-ethz/pareg/issues

Datasets:

On BioConductor:pareg-1.11.0(bioc 3.21)pareg-1.9.0(bioc 3.20)

softwarestatisticalmethodgraphandnetworkregressiongeneexpressiondifferentialexpressionnetworkenrichmentnetwork

4.15 score 7 stars 5 scripts 160 downloads 21 exports 198 dependencies

Last updated 23 days agofrom:313bee9982. Checks:ERROR: 7. Indexed: yes.

TargetResultDate
Doc / VignettesFAILOct 31 2024
R-4.5-winERROROct 31 2024
R-4.5-linuxERROROct 31 2024
R-4.4-winERROROct 31 2024
R-4.4-macERROROct 31 2024
R-4.3-winERROROct 31 2024
R-4.3-macERROROct 31 2024

Exports:as_dense_simas_enrichplot_objectbernoullibetabeta_phi_lmbeta_phi_varcluster_applycompute_term_similaritiescreate_model_dfcv_edgenetedgenetfamilygaussiangenerate_similarity_matrixjaccardoverlap_coefficientparegpareg_envplot_pareg_with_argssimilarity_sampletransform_y

Dependencies:AnnotationDbiaskpassbackportsbase64encbasiliskbasilisk.utilsBHBiobaseBiocGenericsBiocParallelBiostringsbitbit64blobbrewbriobslibcachemcallrclicliprcodetoolscolorspacecommonmarkconfigcowplotcpp11crayoncredentialscurldata.tableDBIdescdevtoolsdiffobjdigestdir.expirydoFuturedoRNGDOSEdownlitdplyrellipsisevaluatefansifarverfastmapfastmatchfgseafilelockfontawesomeforeachformatRfsfutile.loggerfutile.optionsfuturefuture.applygenericsGenomeInfoDbGenomeInfoDbDatagertggforceggplot2ggraphggrepelghgitcredsglobalsglueGO.dbGOSemSimgraphlayoutsgridExtragtableherehighrhmshtmltoolshtmlwidgetshttpuvhttrhttr2igraphiniIRangesisobanditeratorsjquerylibjsonliteKEGGRESTkerasknitrlabelinglambda.rlaterlatticelifecyclelistenvloggermagrittrMASSMatrixmemoisemgcvmimeminiUImunsellnlmenloptropensslparallellypillarpkgbuildpkgconfigpkgdownpkgloadplogrplyrpngpolyclippraiseprettyunitsprocessxprofvisprogresspromisesproxypspurrrqvalueR.methodsS3R.ooR.utilsR6raggrappdirsrcmdcheckRColorBrewerRcppRcppArmadilloRcppEigenRcppTOMLrematch2remotesreshape2reticulaterlangrmarkdownrngtoolsroxygen2rprojrootRSQLiterstudioapirversionsS4VectorssassscalessessioninfoshinysnowsourcetoolsstringistringrsyssystemfontstensorflowtestthattextshapingtfautographtfprobabilitytfrunstibbletidygraphtidyrtidyselecttinytextweenrUCSC.utilsurlcheckerusethisutf8vctrsviridisviridisLitewaldowhiskerwithrxfunxml2xopenxtableXVectoryamlyulab.utilszeallotzipzlibbioc